PlotOutput.cc 35.4 KB
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/*
 * PlotOutput.cc
 *
 *  Created on: 28 oct. 2013
 *      Author: CS
 */

#include "PlotOutput.hh"
#include "PlotLogger.hh"
#include <fstream>
#include "PlotLogger.hh"
#include "LayoutAuto.hh"
#include "LayoutVertical.hh"
#include "TimePlotNode.hh"
#include "Time/TimePlot.hh"

#include <boost/range/adaptor/reversed.hpp>

namespace plot {

    PlotOutput::PlotOutput(AMDA::Parameters::ParameterManager& pParameterManager) :
    AMDA::Parameters::VisitorOfParamData(), ParamOutput(pParameterManager),
    _writeContextFile(false), _currentParamId(""), _outputStructure(OutputStructure::ONE_FILE_PER_INTERVAL), _filePrefix("plot") {

    }

    PlotOutput::~PlotOutput() {

    }

    /**
     * @overload DataClient::establishConnection()
     */
    void PlotOutput::establishConnection() {
        LOG4CXX_DEBUG(gLogger, "PlotOutput::establishConnection");
        //create all needed parameters
        for (auto plot : _plots)
            plot->createParameters(_usedParametersId);

        //open connection for all needed parameters
        for (auto paramId : _usedParametersId) {
            LOG4CXX_DEBUG(gLogger, "PlotOutput::establishConnection - " << paramId);
            _parameterManager.getParameter(paramId)->openConnection(this);
        }
    }

    /**
     * @overload ParamOutput::init()
     */
    void PlotOutput::init() {
        LOG4CXX_DEBUG(gLogger, "PlotOutput::init");
        //init all needed parameters
        for (auto paramId : _usedParametersId) {
            try {
                //init parameter
                LOG4CXX_DEBUG(gLogger, "PlotOutput::init - " << paramId);
                _parameterManager.getParameter(paramId)->init(this, _timeIntervalList);
            } catch (...) {
                LOG4CXX_ERROR(_logger,
                        "PlotOutput::init parameter : \"" << paramId << "\" Error");
                throw;
            }
        }
    }

    /**
     * Gets parameter value from server and stores them into dedicated
     * structure.
     */
    void PlotOutput::getDataFromServer() {
        LOG4CXX_DEBUG(gLogger, "PlotOutput::getDataFromServer");
        // request data from server
        // get data and call visitor to store them into dedicated structure
        for (auto paramId : _usedParametersId) {
            try {
                _currentParamId = paramId;

                LOG4CXX_DEBUG(gLogger, "PlotOutput::getDataFromServer - " << paramId);

                do {
                    _paramDataIndexInfo = _parameterManager.getParameter(paramId)->getAsync(this).get();
                    _parameterManager.getParameter(paramId)->getParamData(this)->accept(*this);
                } while (!_paramDataIndexInfo._noMoreTimeInt && !_paramDataIndexInfo._timeIntToProcessChanged);
            } catch (...) {
                LOG4CXX_ERROR(gLogger,
                        "apply Error.\nCannot get or write data for parameter: \""
                        + paramId + "\".");
                throw;
            }
        }

        for (std::map<std::string, ParameterData>::iterator it = _parameterValues.begin(); it != _parameterValues.end(); ++it) {
            LOG4CXX_DEBUG(gLogger, "PlotOutput::getDataFromServer - " << it->first << " - " << it->second.getSize());
        }
    }

    /**
     * @overload ParamOutput::apply()
     */
    void PlotOutput::apply() {
        LOG4CXX_DEBUG(gLogger, "PlotOutput::apply");
        _currentTimeInterval = _timeIntervalList->begin();

        _files.clear();

        if (_timeIntervalList->empty()) {
            LOG4CXX_DEBUG(gLogger, "PlotOutput::apply - Nothing to plot");
            return;
        }

        //Init context file if needed
        if (_writeContextFile) {
            std::stringstream contextFileName;
            contextFileName << _filePrefix << "_context.xml";
            _contextWriter.initWriter(contextFileName.str().c_str());
        }

        //set time intervals list to each plot
        for (auto plot : _plots)
            plot->setTimeIntervalListPtr(_timeIntervalList.get());

        if (_page->_superposeMode == false)
            drawOneIntervalByPage();
        else
            drawAllIntervalsInOnePage();

        _pls.reset();

        //reset context writer
        if (_writeContextFile)
            _contextWriter.closeWriter();

        // reset iterator on intervals
        _currentTimeInterval = _timeIntervalList->begin();
    }

    /**
     * @brief Init new page - Create also the new file if necessary
     *
     */
    bool PlotOutput::initNewPage(int intervalIndex, std::string& ttName) {
        LOG4CXX_DEBUG(gLogger, "PlotOutput::initNewPage");
        std::stringstream plotFilePrefix;

        //create new plplot stream for new file :
        // * if ONE_FILE : one file for all time interval
        // * if ONE_FILE_PER_INTERVAL : one file for one time interval
        bool newFile = ((_pls == nullptr) || (_outputStructure == OutputStructure::ONE_FILE_PER_INTERVAL));
        if (newFile)
            _pls.reset(new plstream());

        //set file prefix
        plotFilePrefix.str("");
        if ((_timeIntervalList->size() > 1) &&
                (_outputStructure == OutputStructure::ONE_FILE_PER_INTERVAL) &&
                !_page->_superposeMode)
            plotFilePrefix << _filePrefix << "_" << ttName << "_" << intervalIndex << "_";
        else
            plotFilePrefix << _filePrefix << "_";

        //draw page
        _page->draw(_pls, newFile, plotFilePrefix.str().c_str());

        return newFile;
    }

    /*
     * @brief Sequence to draw one interval by page
     */
    void PlotOutput::drawOneIntervalByPage() {
        LOG4CXX_DEBUG(gLogger, "PlotOutput::drawOneIntervalByPage");
        while (_currentTimeInterval != _timeIntervalList->end()) {
            //get parameters data
            getDataFromServer();

            //init the page
            bool newFile = initNewPage(_currentTimeInterval->_index, _currentTimeInterval->_ttName);

            // Compute panel position depending on the page layout
            computePanelBounds();

            // Fix time axes legend visibility in relation with the request
            fixPanelTimeAxesVisibility();

            // Initialize panel plot
            for (auto plot : _plots) {
                // set current plplot stream for plot,
                plot->setPlStream(_pls);
                // set link to parameters data
                plot->setParameterValues(&_parameterValues);
                // prepare plot area for each panel
                plot->preparePlotArea(_currentTimeInterval->_startTime, _currentTimeInterval->_stopTime, _currentTimeInterval->_index);
            }

            // Compute and set panel plot area position depending on the panel constraints
            computePanelPlotAreaBounds();

            // Compute and set left axis tickmark width depending on the panel constraints
            computePanelLegendPosition();

            //write page context
            if (_writeContextFile) {
                _contextWriter.startElement("page");
                _contextWriter.addAttribute("startTime", std::to_string(_currentTimeInterval->_startTime).c_str());
                _contextWriter.addAttribute("stopTime", std::to_string(_currentTimeInterval->_stopTime).c_str());
                _contextWriter.addAttribute("superposeMode", "false");
                if (!_currentTimeInterval->_ttName.empty()) {
                    _contextWriter.addAttribute("ttName", _currentTimeInterval->_ttName.c_str());
                    _contextWriter.addAttribute("ttIndex", std::to_string(_currentTimeInterval->_index).c_str());
                    _contextWriter.addAttribute("ttNbIntervals", std::to_string(_currentTimeInterval->_ttTotalIntervals).c_str());
                }
                _page->writeContext(_contextWriter);
            }

            //Draw all PanelPlot -
            for (auto plot : _plots) {
                //draw the panel plot output
                bool dataPloted = plot->draw(
                        _currentTimeInterval->_startTime,
                        _currentTimeInterval->_stopTime,
                        _currentTimeInterval->_index,
                        //is first intervals?
                        _currentTimeInterval == _timeIntervalList->begin(),
                        //is second intervals?
                        _currentTimeInterval == std::prev(_timeIntervalList->end()));
                if (!dataPloted) {
                    plot->_panel->drawNoData(_pls);
                }
                //write plot context
                if (_writeContextFile)
                    plot->writeContext(_contextWriter);
                //prepare for the next time interval
                plot->resetPlot();
            }

            if (_writeContextFile)
                _contextWriter.endElement(); // page

            //reset all data
            for (auto paramId : _usedParametersId)
                _parameterValues[paramId].reset();

            //add file to file list for post processing
            if (newFile)
                _files.push_back(_page->_fileName);

            //go to next interval
            ++_currentTimeInterval;
        }
    }

    void PlotOutput::drawAllIntervalsInOnePage() {
        LOG4CXX_DEBUG(gLogger, "PlotOutput::drawAllIntervalsInOnePage");
        /*
         * First step : init page, panel and plot area
         */

        double globalStartTime = _timeIntervalList->front()._startTime;
        double globalStopTime = _timeIntervalList->back()._stopTime;

        //get all data for all intervals
        while (_currentTimeInterval != _timeIntervalList->end()) {
            //get parameters data
            getDataFromServer();

            //go to next interval
            ++_currentTimeInterval;
        }

        //init the page
        initNewPage(0, _timeIntervalList->begin()->_ttName);

        //Compute panel position depending on the page layout
        computePanelBounds();

        // Fix time axes legend visibility in relation with the request
        fixPanelTimeAxesVisibility();

        //Initialize panel plot
        for (auto plot : _plots) {
            // set current plplot stream for plot,
            plot->setPlStream(_pls);
            // set link to parameters data
            plot->setParameterValues(&_parameterValues);
            // prepare plot area for each panel
            plot->preparePlotArea(globalStartTime, globalStopTime, 0);
        }

        // Compute and set panel plot area position depending on the panel constraints
        computePanelPlotAreaBounds();

        // Compute and set left axis tickmark width depending on the panel constraints
        computePanelLegendPosition();

        //write page context
        if (_writeContextFile) {
            _contextWriter.startElement("page");
            _contextWriter.addAttribute("startTime", std::to_string(_currentTimeInterval->_startTime).c_str());
            _contextWriter.addAttribute("stopTime", std::to_string(_currentTimeInterval->_stopTime).c_str());
            _contextWriter.addAttribute("superposeMode", "true");
            _page->writeContext(_contextWriter);
        }

        /*
         * Second step : Draw plot for each intervals
         */
        _currentTimeInterval = _timeIntervalList->begin();

        bool dataPloted[_plots.size()];
        while (_currentTimeInterval != _timeIntervalList->end()) {
            //Draw all PanelPlot -
            int plotIndex = 0;
            for (auto plot : _plots) {
                if (_currentTimeInterval == _timeIntervalList->begin()) {
                    dataPloted[plotIndex] = false;
                }
                //draw the panel plot output
                bool dataPlotedForInt = plot->draw(
                        _currentTimeInterval->_startTime,
                        _currentTimeInterval->_stopTime,
                        _currentTimeInterval->_index,
                        //is first interval?
                        _currentTimeInterval == _timeIntervalList->begin(),
                        //is second interval?
                        _currentTimeInterval == std::prev(_timeIntervalList->end()));
                if (!dataPloted[plotIndex])
                    dataPloted[plotIndex] = dataPlotedForInt;
                if (_writeContextFile && (_currentTimeInterval == _timeIntervalList->begin()))
                    //write plot context
                    plot->writeContext(_contextWriter);
                ++plotIndex;
            }

            //go to next interval
            ++_currentTimeInterval;
        }

        if (_writeContextFile)
            _contextWriter.endElement(); /* page */

        /*
         * Third step : reset plots and data and prepare for post processing
         */
        int plotIndex = 0;
        for (auto plot : _plots) {
            if (!dataPloted[plotIndex]) {
                plot->_panel->drawNoData(_pls);
            }
            plot->resetPlot();
            ++plotIndex;
        }

        //reset all data
        for (auto paramId : _usedParametersId)
            _parameterValues[paramId].reset();

        //add file to file list for post processing
        _files.push_back(_page->_fileName);
    }

    /**
     * @brief Gets a list of plots on the same panel
     */
    std::vector<boost::shared_ptr<PanelPlotOutput>> PlotOutput::getPlots(Panel* panel_) {
        std::vector<boost::shared_ptr < PanelPlotOutput>> plots;
        for (auto plot : _plots) {
            if (plot->_panel->_id == panel_->_id) {
                plots.push_back(plot);
            }
        }
        return plots;
    }

    void PlotOutput::computePanelBounds(void) {
        // Nothing to plot -> nothing to compute !
        // Nothing to compute if layout type is manual
        if ((_plots.empty() == true) ||
                (_page->_layoutProperties.getType() == LayoutType::MANUAL)) {
            return;
        }

        LOG4CXX_DEBUG(gLogger, "PlotOutput::computePanelBounds...");

        // Compute page XY ratio
        std::tuple<float, float> pageSizeInMm = _page->getSizeInMm();

        double xyRatio = std::get<0>(pageSizeInMm) / std::get<1>(pageSizeInMm);

        // Build a new layout depending on the layout type
        Layout *pLayout;
        if (_page->_layoutProperties.getType() == LayoutType::AUTO) {
            pLayout = new LayoutAuto(
                    _page->_layoutProperties.getPanelHeight(),
                    _page->_layoutProperties.getPanelSpacing(),
                    _page->_layoutProperties.getFirstPanelHeightFactor(),
                    _page->_layoutProperties.isExpand(),
                    xyRatio,
                    _page->_layoutProperties.isOnlyLowerTimeAxesLegend());
        } else {
            pLayout = new LayoutVertical(
                    _page->_layoutProperties.getPanelHeight(),
                    _page->_layoutProperties.getPanelSpacing(),
                    _page->_layoutProperties.getFirstPanelHeightFactor(),
                    _page->_layoutProperties.isExpand(),
                    xyRatio,
                    _page->_layoutProperties.isOnlyLowerTimeAxesLegend());
        }

        // Compute panel bounds depending on the constraints
        pLayout->computePanelsPosition(_plots);

        delete pLayout;
    }

    void PlotOutput::computePanelPlotAreaBounds(void) {
        if ((_plots.empty() == true)) {
            // Nothing to plot -> nothing to compute
            return;
        }

        if (_page->_layoutProperties.getType() == LayoutType::MANUAL) {
            //Specific treatment for manual layout
            computePanelPlotAreaBoundsForManualLayout();
            return;
        }

        LOG4CXX_DEBUG(gLogger, "PlotOutput::computePanelPlotAreaBounds...");

        // Retrieve plotarea minimal dimensions for each (MaxWidth constraint) panels

        double plotAreaMinX = 0.0, plotAreaMaxX = 1.0;
        Bounds plotAreaBounds;
        for (auto plot : _plots) {
            if (plot->getLayoutConstraint() == PanelConstraint::MaxWidth) {
                plot->getPlotAreaBounds(plotAreaBounds);

                if (plotAreaBounds._x > plotAreaMinX)
                    plotAreaMinX = plotAreaBounds._x;

                if ((plotAreaBounds._x + plotAreaBounds._width) < plotAreaMaxX)
                    plotAreaMaxX = (plotAreaBounds._x + plotAreaBounds._width);
            }
        }

        // Force plot area position for panels with MaxWidth constraint
        for (auto plot : _plots) {
            if (plot->getLayoutConstraint() == PanelConstraint::MaxWidth) {
                plot->forcePlotAreaPosAndWidth(plotAreaMinX, plotAreaMaxX - plotAreaMinX);
            }
        }

        // Fix legends alignment
        double leftMax, rightMax;
        leftMax << NotANumber();
        rightMax << NotANumber();
        for (auto plot : _plots) {
            if (plot->typeName() != TIMEPLOT_NODENAME)
                continue;
            for (Axes::iterator it = plot->_panel->_axes.begin(); it != plot->_panel->_axes.end(); ++it) {
                boost::shared_ptr<Axis> lAxis = it->second;

                if (lAxis == nullptr)
                    continue;

                if (!lAxis->_visible || !lAxis->_used)
                    continue;

                switch (lAxis->_position) {
                    case PlotCommon::Position::POS_LEFT:
                        if (isNAN(leftMax))
                            leftMax = lAxis->getLegendOffset();
                        else
                            leftMax = std::max(leftMax, lAxis->getLegendOffset());
                        break;
                    case PlotCommon::Position::POS_RIGHT:
                        if (isNAN(rightMax))
                            rightMax = lAxis->getLegendOffset();
                        else
                            rightMax = std::max(rightMax, lAxis->getLegendOffset());
                        break;
                    default:
                        //Nothing to do
                        break;
                }
            }
        }

        for (auto plot : _plots) {
            if (plot->typeName() != TIMEPLOT_NODENAME)
                continue;
            for (Axes::iterator it = plot->_panel->_axes.begin(); it != plot->_panel->_axes.end(); ++it) {
                boost::shared_ptr<Axis> lAxis = it->second;

                if (lAxis == nullptr)
                    continue;

                if (!lAxis->_visible || !lAxis->_used)
                    continue;

                switch (lAxis->_position) {
                    case PlotCommon::Position::POS_LEFT:
                        if (!isNAN(leftMax))
                            lAxis->setLegendOffset(leftMax);
                        break;
                    case PlotCommon::Position::POS_RIGHT:
                        if (!isNAN(rightMax))
                            lAxis->setLegendOffset(rightMax);
                        break;
                    default:
                        //Nothing to do
                        break;
                }
            }
        }
    }

    void PlotOutput::computePanelPlotAreaBoundsForManualLayout(void) {
        // Nothing to plot -> nothing to compute !
        // Can be used only for a plot with manual layout
        if ((_plots.empty() == true) ||
                (_page->_layoutProperties.getType() != LayoutType::MANUAL)) {
            return;
        }

        LOG4CXX_DEBUG(gLogger, "PlotOutput::computePanelPlotAreaBoundsForManualLayout...");

        //Regroup panels by left positions (only for timePlot)
        std::map<double, std::vector<boost::shared_ptr < PanelPlotOutput>>> leftPanelsPosList;
        for (auto plot : _plots) {
            if (plot->typeName() != TIMEPLOT_NODENAME)
                continue;
            leftPanelsPosList[plot->_panel->_bounds._x].push_back(plot);
        }

        //Align plot area
        Bounds plotAreaBounds;
        for (auto leftPanelPos : leftPanelsPosList) {
            double plotAreaLeftPos = 0;
            double plotAreaRightPos = 1;
            for (auto plot : leftPanelPos.second) {
                plot->getPlotAreaBounds(plotAreaBounds);

                if (plotAreaBounds._x > plotAreaLeftPos)
                    plotAreaLeftPos = plotAreaBounds._x;

                if ((plotAreaBounds._x + plotAreaBounds._width) < plotAreaRightPos)
                    plotAreaRightPos = (plotAreaBounds._x + plotAreaBounds._width);

            }

            for (auto plot : leftPanelPos.second) {
                plot->getPlotAreaBounds(plotAreaBounds);
                plot->forcePlotAreaPosAndWidth(plotAreaLeftPos, plotAreaRightPos - plotAreaLeftPos);
            }
        }
    }

    void PlotOutput::fixPanelTimeAxesVisibility(void) {
        if ((_plots.empty() == true) ||
                (_page->_layoutProperties.getType() == LayoutType::MANUAL) ||
                !_page->_layoutProperties.isOnlyLowerTimeAxesLegend()) {
            return;
        }

        LOG4CXX_DEBUG(gLogger, "PlotOutput::fixPanelTimeAxesVisibility...");

        bool isFirstTimePlot = true;
        for (auto plot : boost::adaptors::reverse(_plots)) {
            if (plot->typeName() != TIMEPLOT_NODENAME) {
                continue;
            }
            if (!plot->isStandalone()) {
                continue;
            }
            if (isFirstTimePlot) {
                isFirstTimePlot = false;
                continue;
            }
            TimePlot* timePlot = reinterpret_cast<TimePlot*> (plot.get());
            TimeAxis* timeAxis = timePlot->getTimeAxis();
            timeAxis->setShowLegend(false);
            timeAxis->setShowTickMark(false);
        }
    }

    void PlotOutput::computePanelLegendPosition(void) {
        // Nothing to plot -> nothing to compute !
        if ((_plots.empty() == true)) {
            return;
        }

        LOG4CXX_DEBUG(gLogger, "PlotOutput::computePanelLegendPosition...");

        // Retrieve left axis tickmark size for each (MaxWidth constraint) panels

        int maxLeftAxisTickMarkWitdh = 0;
        int leftAxisTickMarkWitdh = 0;
        for (auto plot : _plots) {
            //if manual layout => only apply on timePlots
            if ((_page->_layoutProperties.getType() == LayoutType::MANUAL) && (plot->typeName() != TIMEPLOT_NODENAME))
                continue;
            if (plot->getLayoutConstraint() == PanelConstraint::MaxWidth) {
                leftAxisTickMarkWitdh = plot->getLeftAxisTickMarkWidth();

                if (leftAxisTickMarkWitdh > maxLeftAxisTickMarkWitdh)
                    maxLeftAxisTickMarkWitdh = leftAxisTickMarkWitdh;
            }
        }
        // Force plot left axis tickmark max width for panels with MaxWidth constraint
        for (auto plot : _plots) {
            //if manual layout => only apply on timePlots
            if ((_page->_layoutProperties.getType() == LayoutType::MANUAL) && (plot->typeName() != TIMEPLOT_NODENAME))
                continue;
            if (plot->getLayoutConstraint() == PanelConstraint::MaxWidth) {
                plot->forceLeftAxisTickMarkWidth(maxLeftAxisTickMarkWitdh);
            }
        }
    }

    /**
     * @brief Get the list of indexes used for a vector parameter
     */
    template<typename Type>
    std::vector<AMDA::Common::ParameterIndexComponent> PlotOutput::getParamUsedIndexes(std::string paramId, AMDA::Parameters::ParamDataSpec<std::vector<Type>>*pParamData) {
        std::vector<AMDA::Common::ParameterIndexComponent> indexes;

        for (auto plot : _plots) {
            std::vector<AMDA::Common::ParameterIndexComponent> plotIndexes =
                    plot->getParamUsedIndexes(paramId, pParamData->get(_paramDataIndexInfo._startIndex).size());

            for (auto index : plotIndexes) {
                //push indexes
                if (std::find(indexes.begin(), indexes.end(), index) != indexes.end())
                    continue;
                indexes.push_back(index);
            }
        }

        if (indexes.empty())
            indexes.push_back(AMDA::Common::ParameterIndexComponent(-1, -1));

        if (std::find(indexes.begin(), indexes.end(), AMDA::Common::ParameterIndexComponent(-1, -1)) != indexes.end()) {
            indexes.clear();
            for (unsigned int i = 0; i < pParamData->get(_paramDataIndexInfo._startIndex).size(); ++i)
                indexes.push_back(AMDA::Common::ParameterIndexComponent(i));
        }

        _parameterValues[paramId].setDim1Size(pParamData->get(_paramDataIndexInfo._startIndex).size());

        return indexes;
    }

    /**
     * @brief Get the list of indexes used for a Tab2D parameter
     */
    template<typename Type>
    std::vector<AMDA::Common::ParameterIndexComponent> PlotOutput::getParamUsedIndexes(std::string paramId, AMDA::Parameters::ParamDataSpec<AMDA::Parameters::Tab2DData<Type>>*pParamData) {
        std::vector<AMDA::Common::ParameterIndexComponent> indexes;

        for (auto plot : _plots) {
            std::vector<AMDA::Common::ParameterIndexComponent> plotIndexes = plot->getParamUsedIndexes(paramId,
                    pParamData->get(_paramDataIndexInfo._startIndex).getDim1Size(),
                    pParamData->get(_paramDataIndexInfo._startIndex).getDim2Size());

            for (auto index : plotIndexes) {
                if (std::find(indexes.begin(), indexes.end(), index) != indexes.end())
                    continue;
                indexes.push_back(index);
            }
        }

        if (indexes.empty())
            indexes.push_back(AMDA::Common::ParameterIndexComponent(-1, -1));

        if (std::find(indexes.begin(), indexes.end(), AMDA::Common::ParameterIndexComponent(-1, -1)) != indexes.end()) {
            indexes.clear();
            for (int i = 0; i < pParamData->get(_paramDataIndexInfo._startIndex).getDim1Size(); ++i)
                for (int j = 0; j < pParamData->get(_paramDataIndexInfo._startIndex).getDim2Size(); ++j)
                    indexes.push_back(AMDA::Common::ParameterIndexComponent(i, j));
        }

        _parameterValues[paramId].setDim1Size(pParamData->get(_paramDataIndexInfo._startIndex).getDim1Size());
        _parameterValues[paramId].setDim2Size(pParamData->get(_paramDataIndexInfo._startIndex).getDim2Size());

        return indexes;
    }

    /**
     * @brief Get the list of indexes used for a parameter
     */
    template<class ParamData>
    double PlotOutput::getParamGapSize(std::string paramId, ParamData* pParamData) {
        try {
            AMDA::Parameters::ParameterSPtr crtParam = _parameterManager.getParameter(paramId);
            return _parameterManager.getComputedGapSize(crtParam->getGapThreshold(),
                    pParamData->getMinSampling());
        } catch (...) {
            LOG4CXX_ERROR(gLogger,
                    "apply Error.\nCannot get parameter gap size: \""
                    + paramId + "\".");
            throw;
        }
    }

    std::string getNormalisation(std::string paramId) {
        AMDA::Parameters::ParameterSPtr crtParam =
        return crtParam
    }

    /***************************** VISITORS ********************************/

    template<typename Type>
    void PlotOutput::scalarVisit(AMDA::Parameters::ParamDataSpec<Type> * pParamData) {
        double gapSize = getParamGapSize(_currentParamId, pParamData);
        bool gapDetected = false;

        ParameterData& crtParameterData = _parameterValues[_currentParamId];
        crtParameterData.setParamGapSize(gapSize);

        if (_paramDataIndexInfo._nbDataToProcess == 0)
            return;

        AMDA::Common::ParameterIndexComponent componentIndex = AMDA::Common::ParameterIndexComponent(-1, -1);

        if (crtParameterData._indexes.size() == 0) {
            crtParameterData.setDim1Size(1);
        }

        crtParameterData.preAllocate(_paramDataIndexInfo._nbDataToProcess + _paramDataIndexInfo._startIndex);

        for (unsigned int index = _paramDataIndexInfo._startIndex; index < _paramDataIndexInfo._nbDataToProcess + _paramDataIndexInfo._startIndex; ++index) {
            crtParameterData.addTime(pParamData->getTime(index), pParamData->getMinSampling(), gapDetected);
            crtParameterData.addValue(isNAN(pParamData->get(index)) ? NAN : (double) pParamData->get(index), componentIndex, gapDetected);
        }
    }

    template<typename Type>
    void PlotOutput::vectorVisit(AMDA::Parameters::ParamDataSpec<std::vector<Type>> *pParamData) {
        double gapSize = getParamGapSize(_currentParamId, pParamData);
        bool gapDetected = false;
        double min;
        double max;

        ParameterData& crtParameterData = _parameterValues[_currentParamId];
        crtParameterData.setParamGapSize(gapSize);

        if (_paramDataIndexInfo._nbDataToProcess == 0)
            return;

        //init parameter values container
        if (crtParameterData._indexes.size() == 0)
            crtParameterData._indexes =
                getParamUsedIndexes<Type>(_currentParamId, pParamData);

        crtParameterData.preAllocate(_paramDataIndexInfo._nbDataToProcess
                + _paramDataIndexInfo._startIndex);
        switch (_parameterManager.getParameter(paramId).getNormalisation()) {
            case 'linear':
                for (unsigned int i = _paramDataIndexInfo._startIndex; i < _paramDataIndexInfo._nbDataToProcess + _paramDataIndexInfo._startIndex; ++i) {
                    double time = pParamData->getTime(i);
                    crtParameterData.addTime(time, pParamData->getMinSampling(), gapDetected);
                  
                    for (auto& index : crtParameterData._indexes) {
                        list.push_back(
                                isNAN(pParamData->get(i)[index.getDim1Index()]) ? NAN : (double) pParamData->get(i)[index.getDim1Index()],
                                index, gapDetected);
                    }
                    
                }
                break;
            case 'log':

                break;
            default:
                for (unsigned int i = _paramDataIndexInfo._startIndex; i < _paramDataIndexInfo._nbDataToProcess + _paramDataIndexInfo._startIndex; ++i) {
                    double time = pParamData->getTime(i);
                    crtParameterData.addTime(time, pParamData->getMinSampling(), gapDetected);
                    for (auto& index : crtParameterData._indexes) {
                        crtParameterData.addValue(
                                isNAN(pParamData->get(i)[index.getDim1Index()]) ? NAN : (double) pParamData->get(i)[index.getDim1Index()],
                                index, gapDetected);
                    }
                }
        }
    }

    template<typename Type>
    void PlotOutput::tab2DVisit(AMDA::Parameters::ParamDataSpec<AMDA::Parameters::Tab2DData<Type> > * pParamData) {
        double gapSize = getParamGapSize(_currentParamId, pParamData);
        bool gapDetected = false;

        ParameterData& crtParameterData = _parameterValues[_currentParamId];
        crtParameterData.setParamGapSize(gapSize);

        if (_paramDataIndexInfo._nbDataToProcess == 0)
            return;

        //init parameter values container
        if (crtParameterData._indexes.size() == 0)
            crtParameterData._indexes =
                getParamUsedIndexes<Type>(_currentParamId, pParamData);

        crtParameterData.preAllocate(_paramDataIndexInfo._nbDataToProcess
                + _paramDataIndexInfo._startIndex);

        for (unsigned int i = _paramDataIndexInfo._startIndex; i < _paramDataIndexInfo._nbDataToProcess + _paramDataIndexInfo._startIndex; ++i) {
            double time = pParamData->getTime(i);
            crtParameterData.addTime(time, pParamData->getMinSampling(), gapDetected);
            for (auto& index : crtParameterData._indexes) {
                crtParameterData.addValue(
                        isNAN(pParamData->get(i)[index.getDim1Index()][index.getDim2Index()]) ? NAN : (double) pParamData->get(i)[index.getDim1Index()][index.getDim2Index()],
                        index, gapDetected);
            }
        }
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataScalaireShort *)
     */
    void PlotOutput::visit(
            AMDA::Parameters::ParamDataScalaireShort * pParamData) {
        this->scalarVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataScalaireFloat *)
     */
    void PlotOutput::visit(
            AMDA::Parameters::ParamDataScalaireFloat * pParamData) {
        this->scalarVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataScalaireDouble *)
     */
    void PlotOutput::visit(
            AMDA::Parameters::ParamDataScalaireDouble * pParamData) {
        this->scalarVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataScalaireLongDouble *)
     */
    void PlotOutput::visit(
            AMDA::Parameters::ParamDataScalaireLongDouble * pParamData) {
        this->scalarVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataScalaireInt *)
     */
    void PlotOutput::visit(
            AMDA::Parameters::ParamDataScalaireInt * pParamData) {
        this->scalarVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataLogicalData *)
     */
    void PlotOutput::visit(AMDA::Parameters::ParamDataLogicalData * pParamData) {
        this->scalarVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataTab1DShort *)
     */
    void PlotOutput::visit(AMDA::Parameters::ParamDataTab1DShort *pParamData) {
        this->vectorVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataTab1DFloat *)
     */
    void PlotOutput::visit(
            AMDA::Parameters::ParamDataTab1DFloat * pParamData) {
        this->vectorVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataTab1DDouble *)
     */
    void PlotOutput::visit(
            AMDA::Parameters::ParamDataTab1DDouble *pParamData) {
        this->vectorVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataTab1DLongDouble *)
     */
    void PlotOutput::visit(
            AMDA::Parameters::ParamDataTab1DLongDouble *pParamData) {
        this->vectorVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataTab1DInt *)
     */
    void PlotOutput::visit(AMDA::Parameters::ParamDataTab1DInt *pParamData) {
        this->vectorVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataTab1DLogicalData *)
     */
    void PlotOutput::visit(AMDA::Parameters::ParamDataTab1DLogicalData *pParamData) {
        this->vectorVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataTab2DShort *)
     */
    void PlotOutput::visit(AMDA::Parameters::ParamDataTab2DShort *pParamData) {
        this->tab2DVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataTab2DFloat *)
     */
    void PlotOutput::visit(AMDA::Parameters::ParamDataTab2DFloat *pParamData) {
        this->tab2DVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataTab2DDouble *)
     */
    void PlotOutput::visit(AMDA::Parameters::ParamDataTab2DDouble *pParamData) {
        this->tab2DVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataTab2DLongDouble *)
     */
    void PlotOutput::visit(AMDA::Parameters::ParamDataTab2DLongDouble *pParamData) {
        this->tab2DVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataTab2DInt *)
     */
    void PlotOutput::visit(AMDA::Parameters::ParamDataTab2DInt *pParamData) {
        this->tab2DVisit(pParamData);
    }

    /**
     * @overload VisitorOfParamData::visit(ParamDataTab2DLogicalData *)
     */
    void PlotOutput::visit(AMDA::Parameters::ParamDataTab2DLogicalData *pParamData) {
        this->tab2DVisit(pParamData);
    }

} /* namespace plot */